Triple

T15711696
Position Surface form Disambiguated ID Type / Status
Subject Roger Yuan E380853 entity
Predicate notableWork P4 FINISHED
Object American Kickboxer 2
American Kickboxer 2 is a 1993 direct-to-video martial arts action film known for its tournament-style fighting and starring roles by martial artists including Roger Yuan.
 E1172433 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: American Kickboxer 2 | Statement: [Roger Yuan, notableWork, American Kickboxer 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Kickboxer 2
Context triple: [Roger Yuan, notableWork, American Kickboxer 2]
  • A. Kickboxer
    Kickboxer is a 1989 martial arts action film starring Jean-Claude Van Damme as a fighter seeking revenge in underground kickboxing matches in Thailand.
  • B. So You Wanna Be a Boxer
    "So You Wanna Be a Boxer" is a lively, vaudeville-style musical number from the 1976 film Bugsy Malone, performed as a humorous yet motivational boxing training song.
  • C. Kick, Push II
    "Kick, Push II" is a follow-up track by Lupe Fiasco that continues the narrative of his acclaimed skateboarding-themed hip-hop song "Kick, Push," delving deeper into the characters' lives and struggles.
  • D. Fisticuffs
    Fisticuffs is a music production duo known for crafting smooth, R&B-influenced tracks for artists such as Miguel and Jhene Aiko.
  • E. The Fight
    The Fight is Norman Mailer’s acclaimed nonfiction book that chronicles the 1974 “Rumble in the Jungle” heavyweight boxing match between Muhammad Ali and George Foreman.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: American Kickboxer 2
Triple: [Roger Yuan, notableWork, American Kickboxer 2]
Generated description
American Kickboxer 2 is a 1993 direct-to-video martial arts action film known for its tournament-style fighting and starring roles by martial artists including Roger Yuan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: American Kickboxer 2
Target entity description: American Kickboxer 2 is a 1993 direct-to-video martial arts action film known for its tournament-style fighting and starring roles by martial artists including Roger Yuan.
  • A. Kickboxer
    Kickboxer is a 1989 martial arts action film starring Jean-Claude Van Damme as a fighter seeking revenge in underground kickboxing matches in Thailand.
  • B. So You Wanna Be a Boxer
    "So You Wanna Be a Boxer" is a lively, vaudeville-style musical number from the 1976 film Bugsy Malone, performed as a humorous yet motivational boxing training song.
  • C. Kick, Push II
    "Kick, Push II" is a follow-up track by Lupe Fiasco that continues the narrative of his acclaimed skateboarding-themed hip-hop song "Kick, Push," delving deeper into the characters' lives and struggles.
  • D. Fisticuffs
    Fisticuffs is a music production duo known for crafting smooth, R&B-influenced tracks for artists such as Miguel and Jhene Aiko.
  • E. The Fight
    The Fight is Norman Mailer’s acclaimed nonfiction book that chronicles the 1974 “Rumble in the Jungle” heavyweight boxing match between Muhammad Ali and George Foreman.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8f5d6081908243fa59b46b7c76 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff757f571881908015fe68df2a5e69 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff769d305881908791ffcb0a30ee35 completed May 9, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff770b73d48190a422a0760c03f763 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.